Multi-agent teams can solve challenging, long-horizon problems. In September, we published the first end-to-end formalization of Fermat’s Last Theorem, written by dozens of agents running an internal research model roughly comparable to Claude Fable 5.1. That work relied on Prove2Me, a platform for formalizing mathematics, and direction from a researcher. In a new toy experiment, a team of 1,000 a